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一、个人简介

教育背景:

2017-,西南财经副教授,博士生导师,北京大学商务智能研究中心研究员。

2016-,西南财经大学副教授,北京大学商务智能研究中心研究员。

2013-2016,讲师,西南财经大学统计学院。

2009—2013,经济学博士, 北京大学光华管理学院。

2005—2009, 理学学士,南开大学数学试点班。

2011.09—2012.01, 访问学者,加州大学戴维斯分校商学院。

2012.01—2012.03, 访问学者,威斯康辛大学麦迪逊分校统计系。

研究兴趣:

高维数据分析与建模

大型社交网络数据分析

风险管理和投资组合优化

消费金融反欺诈

联系方式:

E-mail address: lanwei@swufe.edu.cn


二、教授课程

本科生:回归分析、数理统计;

研究生:网络数据分析、半监督学习。


三、学术成果

1. Wei Lan, Hansheng Wang and Chih-Ling Tsai (2012), “A Bayesian Information Criterion for Portfolio Selection,”Computational Statistics & Data Analysis, 56, 88-99.

2. 罗荣华,兰伟,杨云红(2011基金的主动性管理提升了业绩吗,《金融研究》2011年第10期。

3. Wei Lan, Hansheng Wang and Chih-Ling Tsai (2014), “Testing Covariates in High Dimensional Regression,” Annals of the Institute of Statistical Mathematics 66, 279—301.

4. Jing Zhou, On Kit Tam, and Wei Lan (2015), “Are investor protection and ownership concentration substitutes in Chinese family firms?” Emerging Markets Finance and Trade, 51,432—443.

5. Wei Lan, Ronghua Luo, Chih-Ling Tsai, Hansheng Wang, and Yunhong Yang (2015), “Testing the Diagonality of a Large Covariance Matrix in a Regression Setting,” Journal of Business & Economic Statistics, 33, 77—86.

6. Yingying Ma, Wei Lan and Hansheng Wang (2015), “Testing predictor significance with Ultra high dimensional multivariate responses,” Computational Statistics & Data Analysis, 83, 275—286.

7. 罗荣华,兰伟,杨云红(2015)基金排名与主动性水平:理论与实证,中国管理科学,2015年第8期,158—167.

8 Yingying Ma, Wei Lan and Hansheng Wang (2015), “A High Dimensional Two-Sample Test under a Low Dimensional Factor Structure,” Journal of Multivariate Analysis, 140,162—170.

9. Wei Lan, Yue Ding, Zheng Fang and Kuangnan Fang (2016),Testing Covariates in High Dimension Linear Regression with Latent Factors”,Journal of Multivariate Analysis, 144,25—37.

10. 严成樑,李涛,兰伟(2016),“金融发展、创新与二氧化碳排放”,《金融研究》2016年第1期。

11. Wei Lan, Ping-Shou Zhong, Runze Li, Hansheng Wang and Chih-Ling Tsai (2016),Testing a Single Regression Coefficient in High Dimensional Linear Models,Journal of Econometrics, 195, 154--168.

12. Jing Zhou, On Kit Tam, and Wei Lan (2016), “Solving agency problems in Chinese family firms-A law and finance perspectiveAsian Business & Management, 15,57--82.

13. Jing Zhou, Wei Lan and Tang, Y (2016), “The value of institutional shareholders: Evidence from cross-border acquisitions by Chinese listed firmsManagement Decision, 54,44-65.

14. Tao Zou, Wei Lan, Hansheng Wang, Chih-Ling Tsai (2017),Covariance Regression Analysis, Journal of the American Statistical Association, 112,266--281.

15. Ronghua Luo and Wei Lan (2017),Detecting homogeneous predictors in high dimensional panel model with a MCMC algorithm,Communication in Statistics--Simulation and Computation,46,7376-7392.

16. Pingshou Zhong, Wei Lan, Peter Song and Chih-Ling Tsai (2017),Tests for Covariance Structures with High Dimensional Repeated Measurements,The Annals of Statistics, 45,1185-1213.

17. Wei Lan., Rui Pan., Ronghua Luo and Yongwei Chen (2017),High dimensional cross-sectional dependence test under arbitrary serial correlation”,Science China-Mathematics, 60,345—360.

18. Wei Lan,Yingying Ma, Junlong Zhao, Hansheng Wang and Chih-Ling Tsai (2018) “Sequential model averaging for high dimensional linear regression models”,Statistica Sinica, 28 449--469.

19. Wei Lan, Zheng Fang, Hansheng Wang and Chih-Ling Tsai (2018),Covariance Matrix Estimation via Network Structure, Journal of Business and Economics Statistics, 36359--369.

20. Wei Lan, Long Feng and Ronghua Luo (2018) “Testing high dimensional linear asset pricing models,” Journal of Financial Econometrics, 16191-210.

21. Jing Zhou and Wei Lan (2018)“Investor protection and cross-border acquisitions by Chinese listed firms: The moderating role of institutional shareholders ”, International Review of Economics and Finance, 56,438—450.

22. Lilun Du, Wei Lan, Ronghua Luo and Pingshou Zhong (2018) “Factor adjusted multiple testing of correlations,” Computational Statistics & Data Analysis, 128,34—47.

23. Danyang Huang, Wei Lan, Zhang, H, Hansheng Wang (2019),Least Squares Estimation for Social Autocorrelation in Large-Scale Networks”,Electronic Journal of Statistics13, 1135—1165.

24. Fang fang., Wei Lan., Jingjing Tong and Jun Shao (2019) “Model averagying for prediction with fragmentary data,” Journal of Business and Economic Statistics, 37, 517—527.

25. Wei Lan and Lilun Du (2019) “A Factor-Adjusted Multiple Testing Procedure with Application to Mutual Fund Selection”,Journal of Business and Economics Statistics, 37, 147—157.

26. Ronghua Luo, Yi Liu and Wei Lan (2019) “A penalized expected risk criterion for portfolio selection”, China Finance Review International, 3, 386—400.

27. Kuangnan Kuang, Xinyan Fan, Wei Lan and Bingquan Wang (2019),Nonparametric additive beta regression for fractional response with application to body fat data”,Annals of Operations Research 276 331—347.

28. Yingying Ma, Wei Lan, Fanyin Zhou and Hansheng Wang (2020) “Approximate Least Squares Estimation for Spatial Autoregressive Models with Covariates”, Computational Statistics & Data Analysis143.

29. Shujie Ma, Wei Lan, Liangjun Su and Chih-Ling Tsai (2020) “Testing alpha in conditional time-varying factor models with high dimensional assets,” Journal of Business and Economic Statistics, 38 214—227.

30. Tao Zou, Ronghua Luo, Wei Lan and Chih-Ling Tsai (2020) “Network influence analysis,”Statistica Sinica, In Press.

31. Lin, H, Wei Liu and Wei Lan (2020) “Regression Analysis with individual-specific patterns of missing covariates,” Journal of Business and Economic Statistics, In Press.


四、主持项目

1. 国家青年自然科学基金,“高维近似因子模型框架下的多重检验及其应用”,项目批准号:114014822015/1-2017/12,项目主持人。

2. 国家自然科学基金重点项目,“大数据驱动的管理决策模型和算法”,项目批准号:71532001 2016/1-2020/12,子项目负责人。

3. 国家自然科学基金重点项目,“半参数集成回归推断”,项目批准号:11931014 2020/1-2024/12,子项目负责人。

4. 国家自然科学基金重大项目子课题,“时空数据建模与预测研究”,项目批准号:719914722020/1-2024/12,参与人。

5. 国家自然科学基金面上项目,“协方差阵的推断及在方向数据分析中的应用”,项目批准号:114712642015/1-2017/12,主研。

6. 国家青年自然科学基金,“层次贝叶斯模型中隐形变量分布的非参数估计及在RNA-seq数据中的应用”,项目批准号:11401483,2015/1-2017/12,主研。


五、学术兼职

成都市统计协会理事,《金融研究》、《管理科学学报》、《中国科学》、Journal of the American Statistical AssociationThe Annals of StatisticsJournal of Business and Economic StatisticsJournal of EconometricsAnnals of the Institute of Statistical MathematicsComputational Statistics & Data AnalysisJournal of Multivariate Analysis等国内外著名期刊匿名审稿人。